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Optimum conditions for artificial neural networks to simulate indicator bacteria concentrations for river system (하천의 지표 미생물 모의를 위한 인공신경망 최적화)

  • Bae, Hun Kyun
    • Journal of Korea Water Resources Association
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    • v.54 no.spc1
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    • pp.1053-1060
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    • 2021
  • Current water quality monitoring systems in Korea carried based on in-situ grab sample analysis. It is difficult to improve the current water quality monitoring system, i.e. shorter sampling period or increasing sampling points, because the current systems are both cost- and labor-intensive. One possible way to improve the current water quality monitoring system is to adopt a modeling approach. In this study, a modeling technique was introduced to support the current water quality monitoring system, and an artificial neural network model, the computational tool which mimics the biological processes of human brain, was applied to predict water quality of the river. The approach tried to predict concentrations of Total coliform at the outlet of the river and this showed, somewhat, poor estimations since concentrations of Total coliform were rapidly fluctuated. The approach, however, could forecast whether concentrations of Total coliform would exceed the water quality standard or not. As results, modeling approaches is expected to assist the current water quality monitoring system if the approach is applied to judge whether water quality factors could exceed the water quality standards or not and this would help proper water resource managements.

The Effects of Mindfulness Based Art Therapy on Clinical Nurses' Job Stress, Self-Efficacy, Satisfaction with Life, and Life Satisfaction Expectancy (임상간호사의 직무스트레스, 자기효능감, 삶의 만족도 및 삶의 만족 예상에 대한 마음챙김기반 미술치료의 효과)

  • Kim, Eun-hee;Chang, Seok-Hwan
    • The Journal of the Korea Contents Association
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    • v.22 no.1
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    • pp.493-504
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    • 2022
  • The purpose of this study is to examine the effects of the mindfulness based art therapy on clinical nurses' job stress, self-efficacy, satisfaction with life, and life satisfaction expectancy. 26 clinical nurses were selected and 13 were randomly assigned to an experimental group and the other 13 were to a control one. The art therapy was conducted to the experimental group for about 90 minutes a session every week, for a total of 12 sessions. Both groups were measured with pre- and post-tests of job stress, mindfulness, self-efficacy, satisfaction with life, and life satisfaction expectation scales. The results demonstrated that the experimental group were lower in job stress, and higher in mindfulness, self-efficacy, satisfaction with life, and life satisfaction expectation than the control one significantly. Moreover, the experimental group showed that significant positive changes in every post measure. In sum, the effects of the mindfulness based art therapy on the clinical nurses' job stress, mindfulness, self-efficacy, satisfaction with life, and life satisfaction expectancy were proved. Lastly, some limitations of the study were discussed.

Relationship Study of Social Support of University with Occupational Values, Career Decision Standards, and Quality of Life of College Students Intended for Design Students (대학에서의 사회적 지지와 직업 가치관, 진로 결정수준, 삶의 질 간의 영향 관계 연구: 디자인 분야 전공 대학생을 중심으로)

  • Lee, Hee-Young
    • The Journal of the Korea Contents Association
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    • v.22 no.1
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    • pp.456-469
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    • 2022
  • This research was conducted to investigate the structural relationship social support of college students has with their occupational values, career decision, and quality of life. Subjects of study were art and design college students in Seoul. Social support, occupational values, career decision, and quality of life were measured as criteria. SPSS and AMOS were used to test structural model and the relationship among variables. Results of this study are as follows. First, effects of social support on internal and external occupational values were studied. Second, effects of social support on quality of life-satisfaction and happiness-were studied. Third, effects of occupational values on career decision standards were studied. External occupational values had a statistically significant correlation with career decision, while internal occupational values were found to have no statistically significant effect on career decision. Based on the results, it can be inferred that colleges which need to support the careers and employment of students must support students with informational and instrumental support. Design students must be provided with proper career coaching and environment improvement, as well as development of programs suitable for various talents and aptitudes, so that they can shape appropriate occupational values.

Study of Autonomous DRT(Demand Responsive Transit) UX Design Feature: Focusing on the Elderly (자율주행 DRT(수요응답형 교통) UX 디자인 특성 연구: 고령자를 중심으로)

  • Choi, Kyu-Han
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.705-712
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    • 2021
  • The purpose of this study is to propose the features of autonomous DRT UX design based on level 5 autonomous vehicle applicable in 2027. As the scope of the study, the system focused on the interaction between the elderly and the in/outside of the vehicle, and the level 5 autonomous vehicle was the subject of the study. As of 2021, the targets for application were set from 60s to 90s. This study is different from previous studies in that it is a study on the features of autonomous DRT UX design that derives practical insights through direct communication with the elderly. As a research method, autonomous vehicle and DRT were theoretically considered through literature research, and based on this, cases of autonomous vehicle and DRT were analyzed. As a case study, generalization was conducted through interviews with the elderly, test-drive of autonomous vehicle, video production, survey, and VR test-drive of autonomous vehicle for the elderly. Ten features of autonomous DRT UX design were derived through focus group interview(FGI), and the derived features were classified into reservation, get on, input, driving, emergency, and get off. Through this study, I hope that it will contribute to improving mobility of the elderly and further accelerate the practical use of autonomous DRT.

An Exploratory Study on the Sustainable Development of the MICE Industry: Perspective of the Organizer, Focusing on Goyang City (지속가능한 MICE행사 개최에 관한 탐색적 연구: 고양시를 중심으로 주최자 관점에서)

  • Yoon, Yeong-Hye;Lee, Sang-Yul;Kim, Hye-Jin;Yan, Wen-Yan
    • Journal of Digital Convergence
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    • v.20 no.5
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    • pp.227-232
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    • 2022
  • This study is an exploratory study on the sustainable management of MICE events, and was conducted using the FGI method. Twelve experts in the MICE field, industry, and academia were selected as the subjects of the study. The reason is that understanding and specialty of those targets provides research reliability and validity. The study period was 3 months from June to August 2021. As a result, it is very important to prepare a sustainable development strategy in the MICE industry, and in particular, the need for guidelines to be practiced during event operation from the organizer's point of view was derived. In addition, to derive items that can be used in practice based on the theoretical basis, and it was necessary to derive research results using internationally recognized Sustainable Development Goals (UNSDGs) and sustainable MICE research developed in the fields of tourism and MICE. Therefore, through the verification of such experts in the field of MICE, theoretical and practical guidelines from the perspective of the organizer that can be used when holding MICE were developed. The results of the study will provide implications for establishing more effective strategies for hosting sustainable MICE events in the future.

Analysis of the educational status of gerontological nursing subjects - Focusing on the American gerontological nursing competency- (노인간호 교과목 교육현황 분석 - 미국노인간호역량 중심으로 -)

  • Park, Sung Ji;Kim, Eun Mi;Yu, Myeong Hwan;Kang, Ji Sook
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.4
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    • pp.583-590
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    • 2021
  • This study was attempted to identify the current status of education of gerontological nursing at nursing colleges across the country and to check whether 19 senior nursing competencies suggested by the American Association of Nursing Colleges are reflected in the courses. The subjects of this study were 198 nursing education institutions accredited by KABONE, and each university's website, department homepage, university handbook, admission-related information, curriculum table, and syllabus were collected and analyzed through an internet search engine. The collected syllabus and the most recent curriculum table of the elderly nursing course were checked and analyzed using SPSS 23.0. The current status of gerontological nursing management was presented by calculating the frequency and percentage, and the educational contents presented in the syllabus were analyzed based on 19 geriatric nursing competencies presented by AACN. 185 institutions (93.43%) operated the geriatric nursing subjects, 98 institutions (49.49%) offered theory subject, and 84 institutions (42.42%) offered both theory and practice. In the case of compulsory majors, 52.92% had the most, 27.84% for the first semester of the 4th year, and 53.54% for 2 credits. As a result of analyzing the lesson plan, communication-related educational competency was included in 40% of cases. As AACN gerontological nursing competency 'effective information provision ability for the elderly', 'ethical and non-coercive decision-making', 'care without restraint', 'safe and effective transition across levels of care' was not included in the education content. In conclusion, gerontological nursing education has been focused on disease, and effective information provision capabilities including communication with the elderly need to be reflected.

Antioxidant and Antiproliferative Activities of the Halophyte Angelica japonica Growing in Korean Coastal Area (한국 연안지역에 서식하는 갯강활의 항산화 및 암세포증식 억제 활성)

  • Jayapala, Priyanga S.;Oh, Jung Hwan;Kong, Chang-Suk;Sim, Hyun-Bo;Seo, Youngwan
    • Journal of Life Science
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    • v.32 no.10
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    • pp.749-761
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    • 2022
  • This study evaluated the antioxidizing and antiproliferative effects of Angelica japonica extract and its solvent-partitioned fractions. A dried sample of the halophyte A. japonica was extracted twice using methylene chloride (CH2Cl2) and extracted twice again using methanol (MeOH). The combined crude extracts were then fractionated by solvent polarity into distilled water (water), n-butanol (n-BuOH), 85% aqueous methanol (85% aq.MeOH), and n-hexane fractions. The antioxidant activities of the crude extracts and their solvent-partitioned fractions were assessed according to their DPPH radical and peroxynitrite scavenging abilities, formation of intracellular reactive oxygen species (ROS), DNA oxidation, NO production, and ferric reducing antioxidant power (FRAP). The crude extract showed significant antioxidant activity in the overall antioxidizing bioassay systems. Among solvent-partitioned fractions, good antioxidant activities were observed in n-BuOH and 85% aq.MeOH fractions and significantly correlated with the polyphenol and flavonoid contents of the samples. Furthermore, all samples tested, including the crude extract, not only showed cytotoxic effects against human cancer cells (AGS, HT-29, MCF-7, and HT-1080) but also prevented cell migration in a dose-dependent manner in the wound healing assay using HT 1080. Among the solvent-partitioned fractions, the 85% aq.MeOH fraction most effectively inhibited the invasion of HT-1080 cells. Therefore, these results suggest that A. japonica may be a potential antioxidizing and antiproliferative agent.

A Study on Metaverse Educational Culture Content : Focusing on the Case of Metaverse Moonshin Art Museum (문화 콘텐츠를 활용한 메타버스 교육 콘텐츠 연구 : 메타버스 문신 미술관 사례를 중심으로)

  • Nam, SangHun
    • Journal of Broadcast Engineering
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    • v.27 no.5
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    • pp.728-737
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    • 2022
  • Metaverse is gaining worldwide interest, and related industries are developing rapidly. In the field of education, students' interest in metaverse is increasing, and education on metaverse-related technologies and services is required. However, since metaverse classes in universities mainly consist of theoretical education and domestic/overseas case analysis education, practical education that can apply metaverse technology to the real world is also necessary. In the cultural field, event contents such as entrance ceremonies and exhibitions are mainly produced for metaverse contents, and it is also necessary to study metaverse contents that can be sustained for a long time by people visiting regularly. In this study, educational contents that can link cultural participation in the real world with cultural participation in the metaverse were studied using the local cultural space as a medium to produce sustainable metaverse contents. The 'Metaverse Moonshin Art Museum commemorating the 100th anniversary of Moonshin's birth' program reinterpreted the real world of Changwon Moonshin Art Museum into a virtual world by collaborating with students on the Roblox. The 'Expanded Reality Moonshin Art Museum' program created an expanded Metaverse art museum that transcends time by augmenting the deceased Moonshin artist in the museum's exhibition space using HoloLens. For students studying culture-related majors, an educational program that combines metaverse education and practical training was conducted, and it is planned to be supplemented and used as a teaching plan.

A Study on the Metaverse Experience Economy Factors and Advertisement Acceptance Intention (메타버스 체험경제 요인과 광고 수용의도에 관한 연구)

  • Lee, Sangho;Kim, Taegyu;Cho, Kwangmoon
    • Journal of Internet of Things and Convergence
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    • v.8 no.5
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    • pp.99-109
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    • 2022
  • The purpose of this study is to verify the effect of experiential economy factors using metaverse on the intention to accept advertisements reflecting new technologies. The subjects of this study were those located in G Metropolitan City and J Province, and those who experienced metaverse. From August 1 to September 10, 2022, 150 people participated in the survey without face-to-face. Analysis methods were frequency analysis, factor analysis, reliability analysis, correlation analysis, multiple regression analysis, and three-step mediated regression analysis. The conclusion is as follows. First, the influence of metaverse experience on advertisement acceptance intention was shown in the order of relational experience, educational experience, and escapist experience. Second, it was found that the relational and educational experiences of metaverse partially mediate metaverse usefulness and affect the advertisement acceptance intention. Third, it was found that the relational and educational experiences of the metaverse partially mediate the metaverse presence and affect the advertisement acceptance intention. Also, it was found that the metaverse's escapist experience completely mediates the metaverse's presence and affects the advertisement acceptance intention. Fourth, it was found that the escapist experience of metaverse completely mediates the ease of use of metaverse and affects the advertisement acceptance intention. It is expected that this study will contribute to the construction of a new platform in the advertising market using various platforms of metaverse.

Evaluation of Fluidity Over Time and Mechanical Properties of Cement-based Composite Materials for 3D Printing (3D 프린팅용 시멘트계 복합재료의 경시변화 및 역학적 특성평가)

  • Seo, Eun-A;Lee, Ho-Jae;Yang, Keun-Hyeok
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.26 no.4
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    • pp.73-80
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    • 2022
  • This study evaluated changes in fluidity and rheological properties over time for 3D printed composite materials, and evaluated compressive strength and splitting tensile strength properties for laminated and molded specimens. The composite material for 3D printing starts to change rapidly after 30 minutes of extrusion, and the viscosity of the material tends to be maintained up to 90 minutes, but it was confirmed that construction within 60 minutes after mixing is effective. The compressive strength of the laminated test specimen showed equivalent or better performance at all ages compared to the molded test specimen. In the stress-strain curve of the laminated specimen, the initial slope was similar to that of the molded specimen, but the descending slope was on average 1.9 times higher than that of the molded specimen, indicating relatively brittle behavior. The splitting tensile strength of the P-V laminated specimen was about 6% lower than that of the molded specimen. It is judged that this is because the interfacial adhesion force against the vertical load is affected by the pattern direction of the laminated test specimen.